The Texas-based company, which is joined in bankruptcy by seven subsidiaries, owes approximately $713 million under a prepetition credit agreement and listed assets of between $100 million and $500 million, according to court documents.

Owner of a trio of plants in the Lone Star State, Optim sought court protection after...